Fold 3 - Understanding why coefficient 41501 was selected
Tag: UNICI
Selected Coefficient: 41501
Taxonomy Path: 1.2.6
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 41501 | 0.000290 | 1.2.6 | 6.2.1 (6*83^2 + 2*83 + 1) | Yes | |
| 179281 | 0.000581 | 1.2.26 | 26.2.1 (26*83^2 + 2*83 + 1) | No | |
| 1260854 | 0.000581 | 1.2.17.2 | 2.17.2.1 (2*83^3 + 17*83^2 + 2*83 + 1) | No |
These are the training products that have the "UNICI" tag (processing sequence 4105). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 6800 | Berretto Unisex | 1260854 | none | 1219353 | MAGLIERIA | ||
| 6819 | Stola Scozzese | 179281 | none | 137780 | none | ||
| 6826 | Cintura Antichità | 41501 | none | 0 | none | ||
| 6827 | Cintura Ovale | 41501 | none | 0 | none | ||
| 6828 | Cintura Quadrata | 41501 | none | 0 | none |